{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tunable Coupler (MIT)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "\n",
    "import qiskit_metal as metal\n",
    "from qiskit_metal import designs, draw\n",
    "from qiskit_metal import MetalGUI, Dict, Headings\n",
    "import pyEPR as epr"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create the design in Metal\n",
    "Setup a design of a given dimension. Dimensions will be respected in the design rendering. <br>\n",
    "Note that the design size extends from the origin into the first quadrant."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "design = designs.DesignPlanar({}, True)\n",
    "design.chips.main.size['size_x'] = '3mm'\n",
    "design.chips.main.size['size_y'] = '3mm'\n",
    "\n",
    "gui = MetalGUI(design)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Create two crossmons coupled together with an interdigitated tunable coupler."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit_metal.qlibrary.qubits.transmon_cross_fl import TransmonCrossFL\n",
    "from qiskit_metal.qlibrary.couplers.tunable_coupler_01 import TunableCoupler01"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'pos_x': '0um',\n",
       " 'pos_y': '0um',\n",
       " 'connection_pads': {},\n",
       " '_default_connection_pads': {'connector_type': '0',\n",
       "  'claw_length': '30um',\n",
       "  'ground_spacing': '5um',\n",
       "  'claw_width': '10um',\n",
       "  'claw_gap': '6um',\n",
       "  'connector_location': '0'},\n",
       " 'cross_width': '20um',\n",
       " 'cross_length': '200um',\n",
       " 'cross_gap': '20um',\n",
       " 'orientation': '0',\n",
       " 'layer': '1',\n",
       " 'make_fl': True,\n",
       " 'fl_options': {'t_top': '15um',\n",
       "  't_offset': '0um',\n",
       "  't_inductive_gap': '3um',\n",
       "  't_width': '5um',\n",
       "  't_gap': '3um'},\n",
       " 'hfss_inductance': '10nH',\n",
       " 'hfss_capacitance': 0,\n",
       " 'hfss_resistance': 0,\n",
       " 'hfss_mesh_kw_jj': 7e-06,\n",
       " 'q3d_inductance': '10nH',\n",
       " 'q3d_capacitance': 0,\n",
       " 'q3d_resistance': 0,\n",
       " 'q3d_mesh_kw_jj': 7e-06,\n",
       " 'gds_cell_name': 'my_other_junction'}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "TransmonCrossFL.get_template_options(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'pos_x': '0um',\n",
       " 'pos_y': '0um',\n",
       " 'connection_pads': {},\n",
       " '_default_connection_pads': {},\n",
       " 'orientation': '0',\n",
       " 'layer': '1',\n",
       " 'c_width': '400um',\n",
       " 'l_width': '20um',\n",
       " 'l_gap': '10um',\n",
       " 'a_height': '60um',\n",
       " 'cp_height': '15um',\n",
       " 'cp_arm_length': '30um',\n",
       " 'cp_arm_width': '6um',\n",
       " 'cp_gap': '6um',\n",
       " 'cp_gspace': '3um',\n",
       " 'fl_width': '5um',\n",
       " 'fl_gap': '3um',\n",
       " 'fl_length': '10um',\n",
       " 'fl_ground': '2um',\n",
       " 'hfss_inductance': '10nH',\n",
       " 'hfss_capacitance': 0,\n",
       " 'hfss_resistance': 0,\n",
       " 'hfss_mesh_kw_jj': 7e-06,\n",
       " 'q3d_inductance': '10nH',\n",
       " 'q3d_capacitance': 0,\n",
       " 'q3d_resistance': 0,\n",
       " 'q3d_mesh_kw_jj': 7e-06,\n",
       " 'gds_cell_name': 'my_other_junction'}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "TunableCoupler01.get_template_options(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "Q1 = TransmonCrossFL(design, 'Q1', options = dict(pos_x = '0', pos_y='-0.3mm',\n",
    "                                                 connection_pads = dict(\n",
    "                                                     bus_01 = dict(connector_location = '180',claw_length ='95um'),\n",
    "                                                     readout = dict(connector_location = '0')),\n",
    "                                                 fl_options = dict()))\n",
    "\n",
    "Q2 = TransmonCrossFL(design, 'Q2', options = dict(pos_x = '0', pos_y='0.3mm', orientation = '180',\n",
    "                                                 connection_pads = dict(\n",
    "                                                     bus_02 = dict(connector_location = '0',claw_length ='95um'),\n",
    "                                                     readout = dict(connector_location = '180')),\n",
    "                                                 fl_options = dict()))\n",
    "\n",
    "\n",
    "tune_c_Q12 = TunableCoupler01(design,'Tune_C_Q12', options = dict(pos_x = '-0.06mm', pos_y = '0', \n",
    "                                                                  orientation=90, c_width='500um'))\n",
    "\n",
    "gui.rebuild()\n",
    "gui.autoscale()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get a list of all the qcomponents in QDesign and then zoom on them.\n",
    "all_component_names = design.components.keys()\n",
    "\n",
    "gui.zoom_on_components(all_component_names)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Save screenshot as a .png formatted file.\n",
    "gui.screenshot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Screenshot the canvas only as a .png formatted file.\n",
    "gui.figure.savefig('shot.png')\n",
    "\n",
    "from IPython.display import Image, display\n",
    "_disp_ops = dict(width=500)\n",
    "display(Image('shot.png', **_disp_ops))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Closing the Qiskit Metal GUI\n",
    "gui.main_window.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "celltoolbar": "Tags",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
